Like other machine-learning or kernel-based approaches, our method requires some initial parameters,
such as the SOM size, to be set by the user. From our tests, networks of size \(O(100)\)  neurons
generally work well enough, but for more precise control, the SOM size can be set to the lengths
of the two largest principal components [1]}.
